MS100A New Trends in Topology Optimization I
Main Organizer:
Prof.
Emilio Silva
(
University of Sao Paulo
, Brazil
)
Chaired by:
Prof. Emilio Silva (University of Sao Paulo , Brazil) , Dr. Renato Picelli Sanches (University of São Paulo , Brazil)
Prof. Emilio Silva (University of Sao Paulo , Brazil) , Dr. Renato Picelli Sanches (University of São Paulo , Brazil)
Scheduled presentations:
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Keynote
Design of a Specimen to Train Path-Dependent Deep Learning Material Models from a Single Uniaxial Test: Eliciting Strain Diversity via Automatically Differentiable Elastoplastic Topology Optimization
-
Structural damage identification based on Fourier neural operators
-
Trajectory-Based Learning of Evolution Dynamics for Efficient Multi-Objective Topology Optimization in Fluid Flow and Heat Transfer
-
Problem Independent Machine Learning-Based Fast and High Accuracy Topology Optimization for Large Scale Heat Conduction Structures
-
Gradient Based Start Design Generation for Feature Mapping
